| Paper | Code | Mean IoU | ModelName | ReleaseDate |
|---|---|---|---|---|
| Mitigating Background Shift in Class-Incremental Semantic Segmentation | ✓ Link | 79.0 | MBS | 2024-07-16 |
| SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning | ✓ Link | 69.83 | SSUL-M | 2021-06-22 |
| SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning | ✓ Link | 69.10 | SSUL | 2021-06-22 |
| Representation Compensation Networks for Continual Semantic Segmentation | ✓ Link | 67.3 | RCNet-101 | 2022-03-10 |
| Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations | 67.3 | SDR | 2021-03-10 | |
| Modeling the Background for Incremental Learning in Semantic Segmentation | ✓ Link | 65.9 | MiB | 2020-02-03 |
| PLOP: Learning without Forgetting for Continual Semantic Segmentation | ✓ Link | 64.3 | PLOP | 2020-11-23 |
| Incremental Learning Techniques for Semantic Segmentation | ✓ Link | 58.9 | ILT | 2019-07-31 |
| Learning without Forgetting | ✓ Link | 54.9 | LWF | 2016-06-29 |